Run
7830882

Run 7830882

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost2.25107847278106
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree2
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9134
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8273
Cross-validation details (10-fold Crossvalidation)
KB relative information score
446.8353
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9192
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2065
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4682
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.5668
UserCPU time millis
1.263
UserCPU time millis testing
0.063
UserCPU time millis training
1.2